Dynamics of RNA-m5C Modification during Brain Development
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ABSTRACT:
PROVIDER: PRJNA853710 | ENA |
REPOSITORIES: ENA
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Project description:Here we report m5C-TAC-seq, a base-resolution sequencing method to directly detect m5C sites without affecting unmodified C. In m5C-seq, we combined TET-mediated oxidation of RNA m5C to f5C with the selective chemical labeling reaction of f5C, enabling both pre-enrichment of m5C-containing RNA and a m5C-to-T transition in reverse transcription. m5C-seq identifies 2,500 sites in the transcriptome of HeLa and 768 sites in the transcriptome-wide of HEK293T. In addition, taking advantage of barcoding and pooling strategy, m5C-seq detected differential m5C sites upon specific methyltransferases depletion in mESCs and dynamically regulated m5C sites under cell fate transition. Moreover, we also detected 215 sites in chromatin-associated RNAs, demonstrating that portion of m5C sites can be co-transcriptionally catalyzed and the existence of m5C methylations in repeat RNAs.
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Project description:The expanding field of epitranscriptomics might rival the epigenome in the diversity of biological processes impacted. However, the identification of multiple modification types in individual RNA molecules remains challenging. We present CHEUI, a new method that detects N6-methyladenosine (m6A) and 5-methylcytidine (m5C) in individual transcript molecules in a single condition as well as differential methylation between two conditions, using nanopore signals. CHEUI processes observed and expected signals with convolutional neural networks to achieve high single-molecule accuracy and outperform other methods in detecting m6A and m5C sites and quantifying their stoichiometry. Moreover, CHEUI’s unique capability to identify different modifications in the same signal data reveals a non-random co-occurrence of m6A and m5C in transcripts in human cell lines and during mouse embryonic brain development. CHEUI unlocks the capability of studying links between multiple RNA modifications and phenotypes, enabling the discovery of new epitranscriptome functions. Furthermore, CHEUI's training and testing protocols are adaptable to other modifications, making it a versatile RNA technology.
2022-10-31 | GSE211759 | GEO
Project description:The expanding field of epitranscriptomics might rival the epigenome in the diversity of biological processes impacted. However, the identification of multiple modification types in individual RNA molecules remains challenging. We present CHEUI, a new method that detects N6-methyladenosine (m6A) and 5-methylcytidine (m5C) in individual transcript molecules in a single condition as well as differential methylation between two conditions, using nanopore signals. CHEUI processes observed and expected signals with convolutional neural networks to achieve high single-molecule accuracy and outperform other methods in detecting m6A and m5C sites and quantifying their stoichiometry. Moreover, CHEUI’s unique capability to identify different modifications in the same signal data reveals a non-random co-occurrence of m6A and m5C in transcripts in human cell lines and during mouse embryonic brain development. CHEUI unlocks the capability of studying links between multiple RNA modifications and phenotypes, enabling the discovery of new epitranscriptome functions. Furthermore, CHEUI's training and testing protocols are adaptable to other modifications, making it a versatile RNA technology.
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Project description:RNA m5C methylation profile of MCF10A and MDA486 by using MeRIP-Seq protocol Immunoprecipitation of Methylated mRNA at Cytosine (m5C) residues: Affinity purified of anti-methyl cytosine (m5C) polyclonal antibody 7ug (Zymo Research, Catalog#A3001-50) was conjugated with protein-A magnetic beads for 2 h at 4°C in end to end rotator. After that, conjugated beads were extensively washed with RNA immunoprecipitation (RIP) wash buffer to remove unbound antibody. Fragmented 25 ug polyA RNA (mRNA) was incubated with m5C conjugated beads for overnight at 4°C in in the rotating platform in RIP buffer. RIP was done using Megna RNA Immunoprecipitation kit (Millipore, Catalog#17-700). m5C mRNA-immune bead complex was treated with proteinase K buffer to release m5C mRNA from the conjugated antibody. To isolate m5C, mRNA was treated with phenol:chloroform:isoamyl and mixed with 400 ul of chloroform, which was centrifuged at 14000 rpm for 10 minutes to separate aqueous phase. The aqueous phase was ethanol precipitated at -80°C for overnight, to get m5C mRNA. This precipitated m5C mRNA pellet was washed twice with 70% ethanol and air dried. Finally, m5C mRNA pellet was dissolved in nuclease free Water. The m5C mRNA integrity and conentration was quantified by bioanalyzer (Agilent) and Qubit 2.0 flurometer (Invitrogen). The fragmented mRNA was used by following TruSeq RNA Sample Preparation Guide to develop RNA-Seq library for sequencing.
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Project description:5-methylcytosine (m5C) is emerging as an important epi-transcriptome modification involving RNA stability and translation efficiency in various biological processes. However, it remains unclear how m5C contributes to the dynamic regulation of transcriptome during the development of Plasmodium. Here, we identified the presence of 5-methylcytosine (m5C) modification in rodent (P. yoelii) and human (P. falciparum) malaria parasites transcriptome and depicted a comprehensive characterization landscape of m5C mRNA modification at single-nucleotide resolution (RNA-BisSeq) from asexual replicating stage to gametocyte development. Through transcriptome-wide profiling of mRNA m5C modification, we found that m5C modified mRNA displayed higher stability than non-m5C modified mRNA during the development of Plasmodium. We identified Plasmodium ortholog of NSUN2 as an mRNA m5C methyltransferase in malaria parasites. LC–MS/MS and RNA-BisSeq analysis revealed a large decrease in mRNA m5C modification at transcriptome-wide level upon Nsun2 knockout. Absence of Nsun2 severely reduced gametocyte production in either rodent (P. yoelii) or human (P. falciparum) malaria parasites. Meanwhile, some genes related to gametocytogenesis displayed a great reduction of m5C modification. Together, our data provides comprehensive mRNA m5C profiles in Plasmodium genus and reveals m5C modification-mediated mRNA stability as a novel mechanism regulating sexual differentiation of a unicellular eukaryote.
2022-02-08 | GSE159126 | GEO
Project description:5-methylcytosine (m5C) is emerging as an important epi-transcriptome modification involving RNA stability and translation efficiency in various biological processes. However, it remains unclear how m5C contributes to the dynamic regulation of transcriptome during the development of Plasmodium. Here, we identified the presence of 5-methylcytosine (m5C) modification in rodent (P. yoelii) and human (P. falciparum) malaria parasites transcriptome and depicted a comprehensive characterization landscape of m5C mRNA modification at single-nucleotide resolution (RNA-BisSeq) from asexual replicating stage to gametocyte development. Through transcriptome-wide profiling of mRNA m5C modification, we found that m5C modified mRNA displayed higher stability than non-m5C modified mRNA during the development of Plasmodium. We identified Plasmodium ortholog of NSUN2 as an mRNA m5C methyltransferase in malaria parasites. LC–MS/MS and RNA-BisSeq analysis revealed a large decrease in mRNA m5C modification at transcriptome-wide level upon Nsun2 knockout. Absence of Nsun2 severely reduced gametocyte production in either rodent (P. yoelii) or human (P. falciparum) malaria parasites. Meanwhile, some genes related to gametocytogenesis displayed a great reduction of m5C modification. Together, our data provides comprehensive mRNA m5C profiles in Plasmodium genus and reveals m5C modification-mediated mRNA stability as a novel mechanism regulating sexual differentiation of a unicellular eukaryote.
2022-02-08 | GSE159125 | GEO
Project description:5-methylcytosine (m5C) is emerging as an important epi-transcriptome modification involving RNA stability and translation efficiency in various biological processes. However, it remains unclear how m5C contributes to the dynamic regulation of transcriptome during the development of Plasmodium. Here, we identified the presence of 5-methylcytosine (m5C) modification in rodent (P. yoelii) and human (P. falciparum) malaria parasites transcriptome and depicted a comprehensive characterization landscape of m5C mRNA modification at single-nucleotide resolution (RNA-BisSeq) from asexual replicating stage to gametocyte development. Through transcriptome-wide profiling of mRNA m5C modification, we found that m5C modified mRNA displayed higher stability than non-m5C modified mRNA during the development of Plasmodium. We identified Plasmodium ortholog of NSUN2 as an mRNA m5C methyltransferase in malaria parasites. LC–MS/MS and RNA-BisSeq analysis revealed a large decrease in mRNA m5C modification at transcriptome-wide level upon Nsun2 knockout. Absence of Nsun2 severely reduced gametocyte production in either rodent (P. yoelii) or human (P. falciparum) malaria parasites. Meanwhile, some genes related to gametocytogenesis displayed a great reduction of m5C modification. Together, our data provides comprehensive mRNA m5C profiles in Plasmodium genus and reveals m5C modification-mediated mRNA stability as a novel mechanism regulating sexual differentiation of a unicellular eukaryote.
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